RAPID IMAGE ANNOTATION VIA BRAIN STATE DECODING AND VISUAL PATTERN MINING
First Claim
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1. A computer-based method for labeling multimedia objects comprising:
- presenting selected multimedia data to a first user;
determining user interest in said selected multimedia data based upon brain signal responses of the first user;
generating selected multimedia label data corresponding to the selected multimedia data based on the determination of user interest;
using a processor and based on at least said generated selected multimedia label data, performing at least one of refining multimedia label data associated with said selected multimedia data or predicting new multimedia label data pertaining to said stored multimedia data by calculating a classification function.
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Abstract
Human visual perception is able to recognize a wide range of targets but has limited throughput. Machine vision can process images at a high speed but suffers from inadequate recognition accuracy of general target classes. Systems and methods are provided that combine the strengths of both systems and improve upon existing multimedia processing systems and methods to provide enhanced multimedia labeling, categorization, searching, and navigation.
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Citations
72 Claims
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1. A computer-based method for labeling multimedia objects comprising:
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presenting selected multimedia data to a first user; determining user interest in said selected multimedia data based upon brain signal responses of the first user; generating selected multimedia label data corresponding to the selected multimedia data based on the determination of user interest; using a processor and based on at least said generated selected multimedia label data, performing at least one of refining multimedia label data associated with said selected multimedia data or predicting new multimedia label data pertaining to said stored multimedia data by calculating a classification function. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 41, 42, 43, 44, 45, 65)
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25. A system for labeling multimedia data comprising:
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one or more memories; one or more processors coupled to said one or more memories, wherein said one or more processors are configured to; present selected multimedia data to a first user; determine user interest in said selected multimedia data based upon brain signal responses of the first user; generate selected multimedia label data corresponding to the selected multimedia data based on the determination of user interest; based on at least said generated selected multimedia label data, perform at least one of refining multimedia label data associated with said selected multimedia data or predicting new multimedia label data pertaining to said stored multimedia data by calculating a classification function. - View Dependent Claims (26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 46, 47, 48)
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49. A computer readable medium containing digital information which when executed cause a processor or processors to:
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present selected multimedia data to a first user; determine user interest in said selected multimedia data based upon brain signal responses of the first user; generate selected multimedia label data corresponding to the selected multimedia data based on the determination of user interest; based on at least said generated selected multimedia label data, perform at least one of refining multimedia label data associated with said selected multimedia data or predicting new multimedia label data pertaining to said stored multimedia data by calculating a classification function. - View Dependent Claims (50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 66, 67, 68, 69, 70, 71, 72)
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Specification